Exactly. And the person following the Chinese program also knows they don't speak Chinese and that they aren't understanding anything.

I don't really find the Chinese Room argument very compelling because there are too many "it's obvious that X can't really understand" in it.

Also, you can't derive from it that there can't be computed consciousness in some other form.